Deep convolutional networks do not classify based on global object shape

Deep convolutional networks (DCNNs) are achieving previously unseen performance in object classification, raising questions about whether DCNNs operate similarly to human vision. In biological vision, shape is arguably the most important cue for recognition. We tested the role of shape information i...

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Detalles Bibliográficos
Autores principales: Baker, Nicholas, Lu, Hongjing, Erlikhman, Gennady, Kellman, Philip J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2018
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6306249/
https://www.ncbi.nlm.nih.gov/pubmed/30532273
http://dx.doi.org/10.1371/journal.pcbi.1006613

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6306249/
https://www.ncbi.nlm.nih.gov/pubmed/30532273
http://dx.doi.org/10.1371/journal.pcbi.1006613

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